Subset Feature Selection with Structural Variables.
Juan A. UrrutiaPablo A. EstévezJorge R. VergaraPublished in: LA-CCI (2021)
Keyphrases
- feature selection
- feature subset
- subset selection
- structural model
- mutual information
- variable selection
- text categorization
- feature extraction
- structural information
- machine learning
- markov blanket
- feature set
- multi class
- classification accuracy
- method for feature selection
- random variables
- information gain
- feature space
- input variables
- relevant variables
- genetic algorithm
- learning algorithm
- structural analysis
- selected features
- dimensionality reduction
- evolutionary algorithm
- microarray data
- structural features
- irrelevant features
- unsupervised feature selection
- data mining
- probability distribution
- unsupervised learning
- conditional mutual information